{"id":"W4415377587","doi":"10.3390/siuj6050062","title":"Renal Decompression for Malignant Ureteric Obstruction: A Tertiary Hospital Cohort Analysis","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Percutaneous nephrostomy; Ureteric stent; Retrospective cohort study; Renal function; Complication; Nephrostomy; Cohort; Stent","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170212,0.0003654248,0.0009050972,0.001381855,0.001335449,0.00126461,0.000740699,0.0005409518,0.002305673],"category_scores_gemma":[0.002344808,0.000589652,0.001052474,0.00239479,0.0004094574,0.0007489366,0.00137543,0.0007935914,0.0002847101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009191363,"about_ca_system_score_gemma":0.001267521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005154378,"about_ca_topic_score_gemma":0.007833099,"domain_scores_codex":[0.9986042,0.000238063,0.0002260231,0.0003558239,0.0002651889,0.0003106046],"domain_scores_gemma":[0.9974566,0.0003158461,0.001185839,0.0002913887,0.0002643033,0.0004860141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034781,0.00004588826,0.9984664,0.00001936616,0.00007716048,0.0004351308,0.0001209786,0.00002613303,0.0001359894,0.00001780596,0.00009176029,0.0004600425],"study_design_scores_gemma":[0.00003283069,0.0003979642,0.995233,0.00003139833,0.0001411767,0.002352806,0.00104836,0.0003276346,0.00009831147,0.00003372512,0.0002882953,0.00001452137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992276,0.0001722174,0.00008064002,0.00002932799,0.000004196226,0.00002648942,0.0002966396,0.000002814216,0.000160146],"genre_scores_gemma":[0.9993181,0.0001096758,0.00009284717,0.00003274667,0.00001271357,0.00002002612,0.0003713823,0.00000370024,0.00003875754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005154378,"threshold_uncertainty_score":0.01024872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830930519490604,"score_gpt":0.3308239792066474,"score_spread":0.3125146740117414,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}